Latest Agent Skills

Splits large markdown documents into smaller, organized files based on level 2 (default) sections. Use if the user says perform shard document

Sets up BMad Builder module in a project. Use when the user requests to 'install bmb module', 'configure BMad Builder', or 'setup BMad Builder'.

Senior software engineer for story execution and code implementation. Use when the user asks to talk to Amelia or requests the developer agent.

Expert-guided brainstorming and ideation session. Phase 1 Analysis

Scrum master for sprint planning and story preparation. Use when the user asks to talk to Bob or requests the scrum master.

QA engineer for test automation and coverage. Use when the user asks to talk to Quinn or requests the QA engineer.

Product manager for PRD creation and requirements discovery. Use when the user asks to talk to John or requests the product manager.

Create, validate, or edit product requirements documents. Tri-modal. Phase 2 Planning

Initialize BMad project configuration and load config variables. Use when any skill needs module-specific configuration values, or when setting up a new BMad project.

Analyzes current state and user query to answer BMad questions or recommend the next skill(s) to use. Use when user asks for help, bmad help, what to do next, or what to start with in BMad.

Conduct market, domain, or technical research with verified sources. Phase 1 Analysis

Check BMAD project progress and get next-step recommendations

Initialize BMAD config and directory structure for a project

Show available BMAD commands, agents, and workflows

Econometrics skill for Synthetic Control Method (SCM). Activates when the user asks about "synthetic control", "SCM", "placebo test", "synthetic DID", "合成控制", "安慰剂检验", "合成反事实", "合成DID".

Search, summarize, and synthesize economics literature. find research gaps, position your contribution.

Comprehensive results analysis for empirical research: generate publication-quality descriptive statistics and balance tables, interpret regression coefficients with economic magnitude and effect sizes, assess identification assumption diagnostics, and produce structured results memos. Use when asked to create summary statistics, Table 1, balance tests, interpret results, assess economic significance, or write results narratives.

Econometrics skill for OLS regression and linear models. Activates when the user asks about: "run OLS", "linear regression", "ordinary least squares", "interpret regression results", "heteroskedasticity", "multicollinearity", "regression assumptions", "robust standard errors", "GLS", "WLS", "fit a regression model", "check regression diagnostics", "OLS假设", "最小二乘法", "线性回归", "回归系数", "残差检验", "异方差", "多重共线性", "普通最小二乘", "稳健标准误", "回归诊断"

Draft economics papers with proper structure and academic style

Econometrics skill for instrumental variables and treatment effect estimation. Activates when the user asks about: "instrumental variables", "IV estimation", "2SLS", "two-stage least squares", "endogeneity", "weak instruments", "first stage", "Sargan test", "overidentification", "propensity score matching", "PSM", "average treatment effect", "ATT", "LATE", "local average treatment effect", "endogenous regressor", "instrument validity", "工具变量", "两阶段最小二乘", "内生性", "弱工具变量", "倾向得分匹配", "平均处理效应", "处理效应", "局部平均处理效应"

End-to-end data pipeline for empirical research: fetch economic data from APIs (FRED, World Bank, IMF, BLS, OECD, Yahoo Finance), clean and transform raw data, construct strategy-specific variables, and validate panel structure. Use when asked to fetch data, download data, clean data, merge datasets, prepare analysis-ready data.

Econometrics skill for Regression Discontinuity Design (RDD). Activates when the user asks about: "regression discontinuity", "RDD", "RD design", "sharp RDD", "fuzzy RDD", "running variable", "forcing variable", "cutoff", "bandwidth selection", "local linear regression", "McCrary test", "density test", "RDROBUST", "continuity assumption", "donut hole RDD", "geographic RDD", "断点回归", "回归不连续", "运行变量", "截断值", "带宽选择", "精确断点", "模糊断点", "密度检验", "局部线性回归"

Econometrics skill for Difference-in-Differences (DID) analysis. Activates when the user asks about: "difference in differences", "DID", "DiD", "diff-in-diff", "parallel trends", "treatment group", "control group", "pre-treatment", "post-treatment", "policy evaluation", "natural experiment", "staggered DID", "event study regression", "two-way fixed effects DID", "callaway santanna", "sun and abraham", "双重差分", "倍差法", "平行趋势", "处理组", "对照组", "政策评估", "事件研究", "交错DID", "渐进处理"

Econometrics skill for time series analysis. Activates when the user asks about: "time series", "stationarity", "unit root test", "ADF test", "KPSS test", "ARIMA", "ARMA", "autocorrelation", "ACF", "PACF", "VAR model", "VECM", "Granger causality", "cointegration", "impulse response function", "forecast", "seasonal decomposition", "ARCH", "GARCH", "时间序列", "平稳性检验", "单位根", "自回归", "格兰杰因果", "协整", "脉冲响应", "预测", "向量自回归"

Econometrics skill for panel data models. Activates when the user asks about: "panel data", "fixed effects", "random effects", "Hausman test", "within estimator", "between estimator", "two-way fixed effects", "clustered standard errors panel", "FE model", "RE model", "pooled OLS", "unobserved heterogeneity", "panel regression", "first difference estimator", "entity fixed effects", "time fixed effects", "面板数据", "固定效应", "随机效应", "豪斯曼检验", "双向固定效应", "面板回归", "个体效应", "时间效应", "一阶差分"

Create Beamer-style academic PPTX presentations using python-pptx. Produces publication-quality .pptx files with navy-blue Metropolis theme (16:9, frame title bars, progress bar) for conference talks, job market presentations, and seminar slides. Called by /present command.

Scrape web pages using Scrapling with anti-bot bypass (like Cloudflare Turnstile), stealth headless browsing, spiders framework, adaptive scraping, and JavaScript rendering. Use when asked to scrape, crawl, or extract data from websites; web_fetch fails; the site has anti-bot protections; write Python code to scrape/crawl; or write spiders.

Econometrics skill for machine learning methods in causal inference. Activates when the user asks about: "causal forest", "generalized random forest", "GRF", "double machine learning", "DML", "debiased machine learning", "LASSO for variable selection", "post-LASSO", "heterogeneous treatment effects", "CATE", "conditional average treatment effect", "BLP analysis", "CLAN analysis", "causal tree", "honest estimation", "因果森林", "双重机器学习", "异质性处理效应", "条件平均处理效应", "LASSO变量选择", "机器学习因果推断", "去偏机器学习"

Called by /plot to generate and upgrade econometric figures to top-journal standards.

Called by /plot to upgrade regression and summary tables to top-journal standards.

Comprehensive Stata reference for writing correct .do files. Covers syntax, options, gotchas, and idiomatic patterns. Use this skill whenever the user asks you to write, debug, or explain Stata code. Generates ready-to-run .do files for the user to execute manually.

Drafts enforceable U.S. Oil and Gas Leases conveying subsurface mineral rights from lessor to lessee while reserving surface rights, royalty interests, and environmental obligations. Handles grant clauses, royalty structures, pooling/unitization, habendum terms, and state-specific regulatory compliance. Use when preparing leases for exploration, extraction, production, mineral rights conveyance, delay rentals, shut-in royalties, or energy law transactional matters.

Drafts institutional-quality Limited Partnership Agreements for PE/VC fund formation. Covers GP/LP terms, capital commitments, distribution waterfall, carried interest, LPAC governance, clawback, and tax provisions. Use when drafting LPA, fund formation agreement, limited partnership terms, or PE/VC fund documents.

Summarizes U.S. commercial lease agreements into structured transactional abstracts. Use when asked for a commercial lease summary, lease abstract, key lease terms, rent schedule review, default/termination analysis, or lease handoff. Produces party-to-obligation mappings, financial mechanics, risk flags, and critical date calendars.

Drafts intellectual property assignment agreements transferring patents, trademarks, copyrights, and trade secrets. Covers conveyancing language, registration recordation, consideration, representations and warranties, and post-closing obligations. Use when drafting IP assignments, asset purchase IP transfers, or technology transfer documents.

Drafts a HIPAA Release Authorization form compliant with 45 CFR § 164.508 for authorizing disclosure of protected health information. Use when drafting HIPAA authorizations, PHI release forms, medical records releases, or healthcare privacy waivers alongside healthcare powers of attorney or advance directives.

Drafts a U.S. franchise-focused confidentiality and non-disclosure agreement protecting franchisor trade secrets, operational manuals, financial data, marketing strategies, and supplier terms during pre-franchise evaluation. Use when preparing an NDA for prospective franchisees, pre-FDD disclosures, franchise due diligence, or confidentiality agreements covering franchise system information.

Drafts U.S. SEC Form D notice data sets for Regulation D exempt offerings (Rule 504, 506(b), 506(c)), ready for EDGAR submission. Use when preparing a Form D filing, notice of exempt offering, Reg D compliance, or unregistered securities offering notice.

Drafts Family Limited Partnership agreements for estate planning and intergenerational wealth transfer. Ensures IRS enforceability under IRC §2036 with legitimate business purpose, valuation discounts, and senior-generation control. Use when drafting FLP agreements, family partnership documents, or estate planning partnership structures.

Drafts a U.S.-compliant Exporter of Record (EOR) Agreement appointing a third party as USPPI for international export transactions. Allocates compliance obligations under EAR, ITAR, OFAC, and CBP with denied-party screening, AES/EEI filing, indemnification, and record retention. Use when drafting EOR appointments, export compliance service agreements, or logistics outsourcing for cross-border shipments.

Drafts court-ready Domestic Violence Restraining Order petitions compiling chronological abuse incidents into element-driven pleadings supporting ex parte TRO and permanent protective order relief. Covers personal conduct orders, stay-away orders, custody/visitation, move-out orders, property control, and firearms relinquishment. Use when drafting DVRO petitions, protective order requests, ex parte TRO applications, or domestic violence pleadings.

Supplements general deposition preparation with IP-specific examination frameworks for patent, trademark, copyright, and trade secret cases. Covers witness strategies for inventors, accused infringers, licensing witnesses, and experts. Use alongside @deposition-preparation and @deposition-expert-witness when planning IP depositions, drafting outlines, or analyzing witness strategy.

Drafts litigation-ready U.S. pre-suit demand letters that function as settlement instruments and defensible future exhibits. Enforces element-driven narratives, verified authority, damages methodology, and ethics guardrails. Use this skill when the user mentions demand letter, pre-suit demand, breach and cure notice, settlement demand, insurance policy-limits demand, Stowers demand, FDCPA collection letter, notice of intent to file, cease and desist demand for payment, or pre-litigation correspondence. Also trigger when the user asks about FRE 408 framing, contractual notice compliance, statutory pre-suit prerequisites, evidence preservation notices, or quantifying damages for a demand package. Skill includes 14 verified real-letter exemplars referenced from `references/ARCHETYPE-INDEX.md`.

Drafts combined Deed of Trust and Security Agreement instruments creating real property and UCC Article 9 personal property security interests for commercial financing. Use when drafting trust deeds, security agreements, commercial real estate financing documents, or combined real/personal property security instruments.

Drafts cognovit promissory notes with confession of judgment provisions, gated by mandatory jurisdictional enforceability research, usury compliance, and statutory disclosure requirements. Advises on alternatives where cognovit clauses are prohibited. Use when drafting cognovit notes, confession of judgment instruments, or loan documents requiring waiver-of-defense provisions.

Drafts a Petition for Writ of Certiorari to the U.S. Supreme Court under Rules 10, 13, 14, and 33. Enforces Rule 10 criteria (circuit splits, precedent conflicts, important federal questions), jurisdictional verification under 28 U.S.C. §§ 1254/1257, timeliness, document structure, and booklet formatting. Use when seeking discretionary Supreme Court review, filing a cert petition, or drafting a writ of certiorari.

Drafts corporate board of directors meeting minutes. Triggers on "board minutes", "minutes of board meeting", "board of directors meeting minutes", "corporate minutes", "board resolutions", or "bylaws compliance".

Produces structured U.S. legal audit summaries that distill compliance findings into executive-ready risk prioritization and remediation plans, covering likelihood/impact scoring, consequence analysis, and corrective actions with timelines and owners. Use for legal audits, compliance audits, regulatory audits, compliance gap analyses, risk assessments, audit report summaries, or remediation roadmaps. Trigger keywords: audit summary, compliance findings, audit report, risk prioritization, remediation plan, regulatory exposure, corrective action plan.

Guides attorneys through deposition witness preparation using a two-session model with document review, practice examination, and day-of logistics. Covers party witnesses, fact witnesses, 30(b)(6) corporate representatives, and experts. Produces preparation memos, document review lists, topic summaries, and day-of checklists. Enforces ABA Opinion 508 ethical boundaries. Use when preparing any witness for deposition, scheduling prep sessions, or building witness preparation materials.

Drafts civil trial verdict forms with sequentially numbered jury questions covering liability, affirmative defenses, damages, comparative fault, and special interrogatories. Enforces plain-language phrasing, logical conditional flow, and jurisdiction-appropriate formatting. Use when preparing verdict forms, special verdict forms, jury interrogatories, or general verdict forms with interrogatories.

Drafts market-standard Series A Stock Purchase Agreements for venture capital financings. Covers preferred stock issuance, rep/warranty packages, indemnification, closing conditions, and securities law compliance. Coordinates with ancillary documents (IRA, Voting Agreement, ROFR/Co-Sale). Use when drafting SPA, stock purchase agreement, Series A financing, preferred stock purchase, venture capital closing documents, or equity financing agreements.

Drafts U.S. oil and gas royalty deeds conveying NPRI or participating royalty interests with fractional interest, land description, lease burden, cost allocation, and warranty language suitable for recording. Trigger when drafting royalty deeds, NPRI conveyances, mineral royalty transfers, or oil and gas royalty assignments.

Drafts Right of First Refusal and Co-Sale Agreements for venture-backed and closely-held companies. Establishes ROFR mechanics, tag-along/co-sale rights, transfer restrictions, and permitted transfer carve-outs aligned with NVCA standards. Use when drafting ROFR agreements, co-sale agreements, tag-along rights, share transfer restrictions, or investor protective provisions in venture capital, private equity, or startup financing transactions.

Drafts evaluation-ready U.S. federal RFP responses across all standard proposal volumes (cover letter, technical, cost/price, reps and certs). Enforces FAR compliance, CPARS references, and Section L/M alignment. Use when preparing federal solicitation submissions, responding to government RFPs, or drafting procurement bids.

Generates structured public policy briefs analyzing legislation across economic, social, legal, and implementation dimensions. Use when drafting legislative impact analyses, policy summaries, regulatory briefs, or government affairs memoranda for lawmakers, lobbyists, or civic organizations.

Extracts and reconciles medical provider, wage-loss, and insurance/lien data from personal injury plaintiff fact sheets and initial disclosures against builder draft responses. Use when the user mentions PFS analysis, medical provider reconciliation, wage loss audit, insurance lien tracking, PI discovery reconciliation, builder response validation, MDL plaintiff data extraction, FRCP 26(a)(1) disclosures, treatment chronologies, or specials spreadsheets.

Drafts opt-out forms and notices of exclusion for class actions, settlements, arbitration clauses, and privacy programs. Covers party identification, election language, consequence statements, signature blocks, and submission instructions per governing orders or contracts (FRCP 23, arbitration windows, CCPA/GDPR). Use when preparing opt-out paperwork, notices of exclusion, settlement opt-outs, or arbitration opt-out letters.

Drafts Operations and Maintenance agreements for energy facilities covering scope, performance standards, compensation, risk allocation, and regulatory compliance. Use when drafting O&M contracts, maintenance agreements for power plants, solar farms, wind projects, or energy infrastructure.

Drafts a Master Service Agreement for upstream oilfield services (Operator-Contractor). Covers knock-for-knock indemnification, anti-indemnity statute compliance (TX, LA, WY, NM), work order framework, HSE, insurance minimums, and IP/data ownership. Use when drafting oilfield MSAs, drilling service agreements, well service contracts, or upstream operator-contractor master agreements.

Drafts commercial office lease agreements with rent schedules, expense allocations, maintenance splits, and protective provisions for landlord and tenant. Covers NNN, gross, and modified gross structures. Use when drafting office leases, commercial lease agreements, landlord-tenant contracts, or space rental agreements for commercial office premises.